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25th DASFAA 2020: Jeju, South Korea - Part II
- Yunmook Nah, Bin Cui, Sang-Won Lee, Jeffrey Xu Yu, Yang-Sae Moon
, Steven Euijong Whang
Database Systems for Advanced Applications - 25th International Conference, DASFAA 2020, Jeju, South Korea, September 24-27, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12113, Springer 2020, ISBN 978-3-030-59415-2
Data Mining
- Yu Yang
EPARS: Early Prediction of At-Risk Students with Online and Offline Learning Behaviors. 3-19 - Xiaochen Wang, Tingsong Xiao
MRMRP: Multi-source Review-Based Model for Rating Prediction. 20-35 - Ruiyuan Li, Jie Bao, Huajun He, Sijie Ruan, Tianfu He, Liang Hong, Zhongyuan Jiang, Yu Zheng:
Discovering Real-Time Reachable Area Using Trajectory Connections. 36-53 - Shizhuo Deng, Wen Hua
Few-Shot Human Activity Recognition on Noisy Wearable Sensor Data. 54-72 - Huilin Yu, Tieyun Qian
Adversarial Generation of Target Review for Rating Prediction. 73-89 - Kaixin Liu, Yong Zhang, Chunxiao Xing
Hybrid Attention Based Neural Architecture for Text Semantics Similarity Measurement. 90-106 - Xu Zhao, Zihao Wang, Yong Zhang, Chunxiao Xing
Instance Explainable Multi-instance Learning for ROI of Various Data. 107-124 - Yanwei Yu, Peng Lv, Xiangrong Tong, Junyu Dong:
Anomaly Detection in High-Dimensional Data Based on Autoregressive Flow. 125-140 - Lei Niu, Binbin Gu, Zhixu Li, Wei Chen, Ying He, Zhaoyin Zhang, Zhigang Chen:
Fine-Grained Entity Typing for Relation-Sparsity Entities. 141-157 - Yazhong Zhang, Hanbing Zhang, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang:
Progressive Term Frequency Analysis on Large Text Collections. 158-174 - Mengxiao Zhu, Haogang Zhu:
Learning a Cost-Effective Strategy on Incomplete Medical Data. 175-191 - Songsong Mo, Zhifeng Bao, Baihua Zheng
Bus Frequency Optimization: When Waiting Time Matters in User Satisfaction. 192-208 - Jin Cao, Guohua Wang, Canguang Li, Haopeng Ren, Yi Cai, Raymond Chi-Wing Wong, Qing Li
Incorporating Boundary and Category Feature for Nested Named Entity Recognition. 209-226 - Huakui Zhang, Yi Cai, Bingshan Zhu, Changmeng Zheng
Incorporating Concept Information into Term Weighting Schemes for Topic Models. 227-244 - Yanan Zheng, Yan Wang, Lijie Wen
How to Generate Reasonable Texts with Controlled Attributes. 245-262 - Angyu Zheng, Liang Chen, Fenfang Xie, Jianrong Tao, Changjie Fan, Zibin Zheng
Keep You from Leaving: Churn Prediction in Online Games. 263-279 - Ying Jin, Guojie Ma, Shiyu Yang, Long Yuan
Point-of-Interest Demand Discovery Using Semantic Trajectories. 280-296 - Haobing Liu
Learning from Heterogeneous Student Behaviors for Multiple Prediction Tasks. 297-313 - Caihua Shan, Leong Hou U
A General Early-Stopping Module for Crowdsourced Ranking. 314-330 - Abhay Gupta, Ayush Bhatnagar, Aditya Ramana Rachakonda, Ravindra Chittapur:
Guaranteed Delivery of Advertisements to Targeted Audiences Under Deduplication and Frequency Capping Constraints. 331-346
Graph Data
- Zhu Qing, Long Yuan
Efficient Parallel Cycle Search in Large Graphs. 349-367 - Weifan Wang, Minnan Luo, Caixia Yan, Meng Wang, Xiang Zhao, Qinghua Zheng:
Cross-Graph Representation Learning for Unsupervised Graph Alignment. 368-384 - Zhiqi Liu, Lizhen Cui, Wei Guo, Wei He, Hui Li, Jun Gao:
Predicting Hospital Readmission Using Graph Representation Learning Based on Patient and Disease Bipartite Graph. 385-397 - Hengliang Wang, Kedian Mu:
Aspect-Level Attributed Network Embedding via Variational Graph Neural Networks. 398-414 - Dingming Wu, Can Hou, Erjia Xiao, Christian S. Jensen
Semantic Region Retrieval from Spatial RDF Data. 415-431 - Jinzhu Yang, Wei Zhou, Lingwei Wei
RE-GCN: Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge Graphs. 432-447 - Maryam Ghafouri, Kai Wang, Fan Zhang, Ying Zhang
Efficient Graph Hierarchical Decomposition with User Engagement and Tie Strength. 448-465 - Xuan Guo, Wang Zhang
Role-Oriented Graph Auto-encoder Guided by Structural Information. 466-481 - He Li, Hang Yuan, Jianbin Huang, Jiangtao Cui, Jaesoo Yoo:
Dynamic Graph Repartitioning: From Single Vertex to Vertex Group. 482-497 - Lu Wang, Yu Song, Hong Huang, Fanghua Ye
Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder. 498-515 - Michael Yu, Lu Qin
AOT: Pushing the Efficiency Boundary of Main-Memory Triangle Listing. 516-533 - Zhenzhen Shao, Na Guo, Yu Gu, Zhigang Wang, Fangfang Li, Ge Yu:
Efficient Closeness Centrality Computation for Dynamic Graphs. 534-550 - Xi Wang, Qianzhen Zhang, Deke Guo, Xiang Zhao, Jianye Yang:
sf GQAsf RDF: A Graph-Based Approach Towards Efficient SPARQL Query Answering. 551-568 - Mingshen Cai, Lijun Chang:
Efficient Closest Community Search over Large Graphs. 569-587 - Sicong Dong, Xin Wang, Lele Chai, Jianxin Li
PDKE: An Efficient Distributed Embedding Framework for Large Knowledge Graphs. 588-603 - Chunyao Song, Jiawen Guo, Tingjian Ge, Xiaojie Yuan:
Type Preserving Representation of Heterogeneous Information Networks. 604-612 - Qing Wang, Peng Peng, Tianyao Tong, Zhen Tian, Zheng Qin:
Keyword Search over Federated RDF Systems. 613-622 - Qifan Zhang, Peihao Tong, Junjie Yao, Xiaoling Wang:
Mutual Relation Detection for Complex Question Answering over Knowledge Graph. 623-631 - Xun Jian, Yue Wang, Xiayu Lei, Yanyan Shen, Lei Chen:
DDSL: Efficient Subgraph Listing on Distributed and Dynamic Graphs. 632-640 - Wei Yang, Yitong Wang, Xinshu Li:
DSP: Deep Sign Prediction in Signed Social Networks. 641-649 - Tao Lei, Yun Xiong, Peng Tian, Yangyong Zhu:
MinSR: Multi-level Interests Network for Session-Based Recommendation. 650-657 - Wen Bai, Yuxiao Zhang, Xuezheng Liu, Min Chen, Di Wu:
Efficient Core Maintenance of Dynamic Graphs. 658-665 - Renjie Sun, Qiuyu Zhu, Chen Chen
Discovering Cliques in Signed Networks Based on Balance Theory. 666-674
Spatial Data
- Xiang Li, Yan Zhao, Jiannan Guo, Kai Zheng:
Group Task Assignment with Social Impact-Based Preference in Spatial Crowdsourcing. 677-693 - Qiyu Liu
Finish Them on the Fly: An Incentive Mechanism for Real-Time Spatial Crowdsourcing. 694-710 - Varun Pandey, Alexander van Renen, Andreas Kipf, Alfons Kemper:
An Evaluation of Modern Spatial Libraries. 711-727 - Yin Xu, Mingjun Xiao, Xiang Zou, An Liu:
Differentially Private Resource Auction in Distributed Spatial Crowdsourcing. 728-745 - Xiangyu Wang
Spatial Dynamic Searchable Encryption with Forward Security. 746-762
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